Invited Talks

Interpreting and Steering AI Explanations Via Interactive Visualizations

Job Talk

Slides| Video

Interactive Visualizations for Usable AI: Bridge the Capabilities of AI with the Needs of Human Users

Panel Presentation at ChinaVis2022 AI+VIS Guest Lecture Visualization Summer School, Zhejiang University

Slides

Applying Machine Learning to Data Visualization:
What, Why, When, and How

Guest Lecture AI+VIS Seminar, University of California, Davis

Slides

From Data to Decisions, a Mixed Path of Data Visualization and Machine Learning

Invited Talk PacificVIS22 VIS Meets AI Workshop

Video| Slides| Website Link

Paper Previews

A quick overview about my research through these short ~30s videos

Nested Model for User-Centric XAI

Presented at IEEE VIS 2022 (Best Paper Honorable Mention)
Presented at IMLH@ICML 2021 (Best Paper)

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Survey on ML4VIS

Presented at IEEE VIS 2022

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Polyphony

Presented at IEEE VIS 2022
Presented at ISMB 2022 (Best Long Abstract Award)

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Gosling Grammar for Genomic Visualization

Presented at IEEE VIS 2021
Presented at ISMB 2021 (Best Abstract Award)

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ThreadStates: State-based Visual Analysis for Disease Progression

Presented at IEEE VIS 2021

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DiscriLens

Presented at IEEE VIS 2020

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HypoML

Presented at IEEE VIS 2020

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ATMSeer

Presented at ACM CHI 2019

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DNN Genealogy

Presented at IEEE VIS 2019

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Narvis

Presented at IEEE VIS 2018

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